Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_first
powershell_heavy
windows_tools
missing_linux_example
Summary
The documentation demonstrates a mild Windows bias. Windows examples and tools (PowerShell, WindowsAzureGuestAgent, New-NetFirewallRule) are consistently presented first, with more detailed and explicit instructions. Linux equivalents are provided, but sometimes with less detail or with references to external documentation. Windows-specific tooling (PowerShell, Windows firewall) is mentioned before Linux alternatives, and some Linux instructions are less direct (e.g., 'consult your distribution's documentation').
Recommendations
  • Alternate the order of Windows and Linux instructions throughout the documentation to avoid consistently prioritizing Windows.
  • Provide equally detailed, step-by-step Linux instructions for all major distributions (not just Ubuntu, Red Hat, SUSE), or link to official docs for each.
  • Include direct Linux command examples for all steps where Windows PowerShell is used, rather than referring users to external documentation.
  • Where Windows tools are mentioned (e.g., PowerShell, Windows firewall), ensure Linux equivalents (e.g., iptables, nftables, firewalld) are described with similar clarity and completeness.
  • Add troubleshooting tips and verification steps for Linux users, matching those provided for Windows.
  • Review and update links to ensure Linux VM deployment templates are correct (the Ubuntu link currently points to a Windows template).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #251 completed Clean Clean
2026-01-13 00:00 #247 completed Biased Biased
2026-01-11 00:00 #241 completed Biased Biased
2026-01-10 00:00 #238 completed Biased Biased
2026-01-09 00:34 #235 completed Biased Biased
2026-01-08 00:53 #232 completed Biased Biased

Flagged Code Snippets